Parallel Scientific Computation: A Structured Approach Using BSP


Parallel Scientific Computation: A Structured Approach Using BSP
Authors: Rob H. Bisseling
Year: 2020
Publisher: Oxford University Press
Language: English
ISBN 13: 9780191092572
ISBN 10: 191092576
Categories: Computers, Networking
Pages: 320 / 319
Edition: 2

Availability: 5000 in stock

SKU: 9780191092572 Categories: ,

Parallel Scientific Computation: A Structured Approach Using BSP Rob H. Bisseling
Building upon the wide-ranging success of the first edition, Parallel Scientific Computation presents a single unified approach to using a range of parallel computers, from a small desktop computer to a massively parallel computer. The author explains how to use the bulk synchronous parallel (BSP) model to design and implement parallel algorithms in the areas of scientific computing and big data, and provides a full treatment of core problems in these areas, starting from a high-level problem description, via a sequential solution algorithm to a parallel solution algorithm and an actual parallel program written in BSPlib. Every chapter of the book contains a theoretical section and a practical section presenting a parallel program and numerical experiments on a modern parallel computer to put the theoretical predictions and cost analysis to the test. Every chapter also presents extensive bibliographical notes with additional discussions and pointers to relevant literature, and numerous exercises which are suitable as graduate student projects. The second edition provides new material relevant for big-data science such as sorting and graph algorithms, and it provides a BSP approach towards new hardware developments such as hierarchical architectures with both shared and distributed memory. A single, simple hybrid BSP system suffices to handle both types of parallelism efficiently, and there is no need to master two systems, as often happens in alternative approaches. Furthermore, the second edition brings all algorithms used up to date, and it includes new material on high-performance linear system solving by LU decomposition, and improved data partitioning for sparse matrix computations. The book is accompanied by a software package BSPedupack, freely available online from the author’s homepage, which contains all programs of the book and a set of test driver programs. This package written in C can be run using modern BSPlib implementations such as MulticoreBSP for C or BSPonMPI. Categories:
Computers – Networking
Oxford University Press
416 / 410
ISBN 10:
ISBN 13:
05 MB


There are no reviews yet.

Only logged in customers who have purchased this product may leave a review.

Shopping Cart
Parallel Scientific Computation: A Structured Approach Using BSP

Availability: 5000 in stock